CN100573381C - 用于过程控制系统的诊断设备 - Google Patents

用于过程控制系统的诊断设备 Download PDF

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Publication number
CN100573381C
CN100573381C CNB2005800483504A CN200580048350A CN100573381C CN 100573381 C CN100573381 C CN 100573381C CN B2005800483504 A CNB2005800483504 A CN B2005800483504A CN 200580048350 A CN200580048350 A CN 200580048350A CN 100573381 C CN100573381 C CN 100573381C
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China
Prior art keywords
training
statistics
distribution
process variable
function
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Expired - Fee Related
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CNB2005800483504A
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English (en)
Chinese (zh)
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CN101124523A (zh
Inventor
A·安登纳
A·莫罗尼
G·因弗尼兹
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ABB Research Ltd Switzerland
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ABB Research Ltd Switzerland
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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0221—Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00—Testing or monitoring of control systems or parts thereof
    • G05B23/02—Electric testing or monitoring
    • G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
    • G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks

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  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Selective Calling Equipment (AREA)
CNB2005800483504A 2005-02-15 2005-02-15 用于过程控制系统的诊断设备 Expired - Fee Related CN100573381C (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CH2005/000084 WO2006086894A1 (en) 2005-02-15 2005-02-15 Diagnostic device for a process control system

Publications (2)

Publication Number Publication Date
CN101124523A CN101124523A (zh) 2008-02-13
CN100573381C true CN100573381C (zh) 2009-12-23

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ID=35044617

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CNB2005800483504A Expired - Fee Related CN100573381C (zh) 2005-02-15 2005-02-15 用于过程控制系统的诊断设备

Country Status (7)

Country Link
US (1) US7634382B2 (de)
EP (1) EP1877877B1 (de)
CN (1) CN100573381C (de)
AT (1) ATE441140T1 (de)
DE (1) DE602005016310D1 (de)
ES (1) ES2331576T3 (de)
WO (1) WO2006086894A1 (de)

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WO2006136036A1 (en) * 2005-06-21 2006-12-28 Abb Research Ltd Diagnostic device for use in process control system
US8898036B2 (en) * 2007-08-06 2014-11-25 Rosemount Inc. Process variable transmitter with acceleration sensor
US8285514B2 (en) * 2008-03-21 2012-10-09 Rochester Institute Of Technology Sensor fault detection systems and methods thereof
US20090295559A1 (en) * 2008-06-02 2009-12-03 Gm Global Technology Operations, Inc. Integrated hierarchical process for fault detection and isolation
FI125797B (fi) * 2009-01-09 2016-02-29 Metso Flow Control Oy Menetelmä ja laitteisto venttiilin kunnonvalvontaan
EP2372962B1 (de) * 2010-03-31 2017-08-16 Alcatel Lucent Verfahren und System zur Reduzierung des Energieverbrauchs in paketverarbeitenden Linecards
US9207670B2 (en) 2011-03-21 2015-12-08 Rosemount Inc. Degrading sensor detection implemented within a transmitter
US9078629B2 (en) * 2011-09-19 2015-07-14 Hewlett-Packard Development Company, L.P. Detecting regime change in streaming data
CN103064340B (zh) * 2011-10-21 2014-12-03 沈阳高精数控技术有限公司 一种面向数控机床的故障预测方法
US9052240B2 (en) 2012-06-29 2015-06-09 Rosemount Inc. Industrial process temperature transmitter with sensor stress diagnostics
US9602122B2 (en) 2012-09-28 2017-03-21 Rosemount Inc. Process variable measurement noise diagnostic
ES2541277T3 (es) 2012-12-24 2015-07-17 Air Products And Chemicals, Inc. Aparato y métodos para monitorizar y controlar unidades de proceso cíclico en un entorno estable de planta
CN103353752B (zh) * 2013-04-12 2015-10-28 北京航空航天大学 基于四级rbf神经网络的飞机环控系统控制组件故障诊断方法
CN103753400B (zh) * 2014-01-22 2015-12-30 杭州电子科技大学 一种用于数控磨床控制系统的故障预测和自恢复方法
US10598562B2 (en) 2014-11-21 2020-03-24 Picarro Inc. Gas detection systems and methods using measurement position uncertainty representations
CN104503435B (zh) * 2014-12-03 2017-03-22 中国人民解放军国防科学技术大学 一种用于航天动力系统实时故障检测的综合决策方法
US9836069B1 (en) * 2015-03-31 2017-12-05 Google Inc. Devices and methods for protecting unattended children in the home
US10386258B1 (en) * 2015-04-30 2019-08-20 Picarro Inc. Systems and methods for detecting changes in emission rates of gas leaks in ensembles
US10367612B2 (en) * 2015-09-30 2019-07-30 Rosemount Inc. Process variable transmitter with self-learning loop diagnostics
JP6444851B2 (ja) * 2015-12-24 2018-12-26 ファナック株式会社 ノイズの発生原因を検出する学習機能を有する制御装置
US20170261406A1 (en) * 2016-03-10 2017-09-14 Simmonds Precision Products, Inc. Physical component fault diagnostics
US10948471B1 (en) 2017-06-01 2021-03-16 Picarro, Inc. Leak detection event aggregation and ranking systems and methods
US10962437B1 (en) 2017-06-27 2021-03-30 Picarro, Inc. Aggregate leak indicator display systems and methods
US10753965B2 (en) * 2018-03-16 2020-08-25 Music Tribe Brands Dk A/S Spectral-dynamics of an audio signal
GB2576309A (en) 2018-08-10 2020-02-19 Green Running Ltd Systems and methods for condition monitoring
EP3959572B1 (de) * 2019-04-25 2023-10-25 Abb Schweiz Ag Verfahren und system zur fehlererkennung mittels korrelation von rauschsignalen
EP3764179B1 (de) 2019-07-08 2024-11-13 ABB Schweiz AG Beurteilung der zustände von industrieller ausrüstung und verfahren
US11801758B2 (en) * 2021-11-27 2023-10-31 Xidong Tang Method and apparatus for controlling distributed propulsion systems
DE102023114025A1 (de) * 2023-05-26 2024-11-28 Endress+Hauser SE+Co. KG Verfahren zur Erkennung einer verstopften Wirkdruckleitung einer Druckmessanordnung
DE102023114027A1 (de) * 2023-05-26 2024-11-28 Endress+Hauser SE+Co. KG Verfahren zur Erkennung einer verstopften Wirkdruckleitung einer Druckmessanordnung
WO2025087838A1 (en) * 2023-10-27 2025-05-01 Grundfos Holding A/S Apparatus and method for detecting a fault condition of a pump for pumping a fluid

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5987398A (en) * 1998-04-30 1999-11-16 Sony Corporation Method and apparatus for statistical process control of machines and processes having non-constant mean of a response variable
US20020029130A1 (en) * 1996-03-28 2002-03-07 Evren Eryurek Flow diagnostic system
CN1346435A (zh) * 1999-02-25 2002-04-24 罗斯蒙德公司 利用诊断技术的流量测量
US6601005B1 (en) * 1996-11-07 2003-07-29 Rosemount Inc. Process device diagnostics using process variable sensor signal
CN1516807A (zh) * 2001-06-14 2004-07-28 ������ɽ���� 具备状态判断功能的信号收集装置

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020029130A1 (en) * 1996-03-28 2002-03-07 Evren Eryurek Flow diagnostic system
US6601005B1 (en) * 1996-11-07 2003-07-29 Rosemount Inc. Process device diagnostics using process variable sensor signal
US5987398A (en) * 1998-04-30 1999-11-16 Sony Corporation Method and apparatus for statistical process control of machines and processes having non-constant mean of a response variable
CN1346435A (zh) * 1999-02-25 2002-04-24 罗斯蒙德公司 利用诊断技术的流量测量
CN1516807A (zh) * 2001-06-14 2004-07-28 ������ɽ���� 具备状态判断功能的信号收集装置

Also Published As

Publication number Publication date
US7634382B2 (en) 2009-12-15
ATE441140T1 (de) 2009-09-15
DE602005016310D1 (de) 2009-10-08
EP1877877B1 (de) 2009-08-26
EP1877877A1 (de) 2008-01-16
CN101124523A (zh) 2008-02-13
ES2331576T3 (es) 2010-01-08
WO2006086894A1 (en) 2006-08-24
US20080033693A1 (en) 2008-02-07

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